Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9577021 | 0.7827850 | 0.4874004 |
| bt | 0.7668103 | 0.4361011 | 0.1593126 |
| maxnet | 0.7485892 | 0.3874955 | NA |
| gam | 0.7638619 | 0.4019944 | 0.1523495 |
| glm | 0.7029902 | 0.3569022 | 0.0849358 |